David K.A. Mordecai, Samantha Kappagoda and John Y. Shin co-authored an article published in the Unintended Consequences (Fall 2022) Issue of the American Bar Association (ABA) SciTech Lawyer. The article is entitled Objects May be Closer than they Appear: Uncertainty and Reliability Implications of Computer Vision Depth Estimation for Vehicular Collision Avoidance and Navigation (Part 1 of 2).
Recent events accompanying increased adoption of machine learning applications of computer vision to safety-critical use-cases for cyberphysical systems has sharpened focus on the necessity of risk mitigation, reliability, safety, and security. An emergent risk domain across embedded cyberphysical systems involves the proliferation of camera-based autonomous driver assistance and vehicular navigation systems and the application of computer vision technology to perform the complex tasks of depth estimation, as well as object detection and image recognition. The first installment in this series will primarily focus on depth estimation tasks associated with operating and environmental conditions as well as spatial and temporal scales generally applicable to highway, rural and suburban settings.
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Mordecai and Kappagoda are active members of the ABA Science and Technology (SciTech) Law Section. Ms. Kappagoda has been newly appointed as Vice-Chair of the Big Data Committee, and Vice-Chair of the Internet of Things Committee. She was reappointed, and continues to serve as Vice-Chair of the Insurance Technology and Risk Committee since 2019. Dr. Mordecai has been reappointed as Chair of the Space Law Committee, and Co-Chair of the Nanotechnology Committee, and previously also served as Vice-Chair of the Artificial Intelligence (AI) and Robotics from 2018 to 2022.
In addition, Dr. Mordecai has been an invited speaker at the AI & Robotics Institute in both 2021 and 2020. Both Kappagoda and Mordecai were invited speakers at the 2019 American Bar Association Annual Meeting and 34th Intellectual Property Law Conference (ABA-IPL). Dr. Mordecai previously authored the article Automated Personal Assistants with Multiple Principals: Whose Agent Is It? in the Winter 2020 edition of ABA SciTech Lawyer.
Dr. Mordecai and Ms. Kappagoda are President and Chief Economist, respectively, of Risk Economics, Inc. Dr Mordecai is also Adjunct Professor of Econometrics and Statistics at the University of Chicago Booth School of Business, and Visiting Scholar at Courant Institute of Mathematical Sciences NYU, advising research at RiskEcon® Lab @ Courant Institute. Ms. Kappagoda is also Visiting Scholar at Courant Institute of Mathematical Sciences NYU, co-advising research at RiskEcon® Lab @ Courant Institute. Mr. Shin is Senior Research Associate (Enumeration Evaluation Lead) at Numerati Partners.
About Risk Economics, Inc.
Risk Economics specializes in economic analysis of risk and liability. It provides advisory services at the intersection of commercial business-process engineering and risk engineering with a particular focus on coupling commercial reinsurance and financial technology, through the rigorous application of agent-based, demographic, and statistical methodologies to microeconomic and macroeconomic analytics.
The Risk Economics client roster is diverse and includes governmental and quasi-governmental agencies, global insurance and reinsurance firms, leading law firms, technology firms, global banking institutions, asset management firms, multinational corporations with interests in natural resources, commodities, and energy, as well as government agencies and regulators.